论文信息 - Cellular associative memory

Cellular associative memory

A new content addressable associative memory structure, cellular associative memory, is proposed. It is composed of simple associative memory cells that are locally interconnected as a regular cellular network. This paper describes broadly the ideas behind cellular associative memory and gives an example in the field of character recognition. The properties of cellular associative memory are compared to those of the Kanerva's sparse distributed memory (1988) and the Hopfield network.

Kimmo Kaski | J. Vanhala

[1] Stephen Wolfram,et al. Theory and Applications of Cellular Automata , 1986 .

[2] Lin-Bao Yang,et al. Cellular neural networks: theory , 1988 .

[3] J J Hopfield,et al. Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[4] Leon O. Chua,et al. Cellular neural networks: applications , 1988 .

[5] Pentti Kanerva,et al. Sparse Distributed Memory , 1988 .

[6] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .